Class v1.PredictionServiceClient (3.4.0)

A service for online predictions and explanations. v1

Package

Constructors

(constructor)(opts, gaxInstance)

constructor(opts?: ClientOptions, gaxInstance?: typeof gax | typeof gax.fallback);

Construct an instance of PredictionServiceClient.

Parameters
Name	Description
`opts`	`ClientOptions`
`gaxInstance`	`typeof gax \| typeof fallback` : loaded instance of `google-gax`. Useful if you need to avoid loading the default gRPC version and want to use the fallback HTTP implementation. Load only fallback version and pass it to the constructor: ``` const gax = require('google-gax/build/src/fallback'); // avoids loading google-gax with gRPC const client = new PredictionServiceClient({fallback: true}, gax); ```

Properties

apiEndpoint

static get apiEndpoint(): string;

The DNS address for this API service - same as servicePath(), exists for compatibility reasons.

auth

auth: gax.GoogleAuth;

descriptors

descriptors: Descriptors;

iamClient

iamClient: IamClient;

innerApiCalls

innerApiCalls: {
        [name: string]: Function;
    };

locationsClient

locationsClient: LocationsClient;

pathTemplates

pathTemplates: {
        [name: string]: gax.PathTemplate;
    };

port

static get port(): number;

The port for this API service.

predictionServiceStub

predictionServiceStub?: Promise<{
        [name: string]: Function;
    }>;

scopes

static get scopes(): string[];

The scopes needed to make gRPC calls for every method defined in this service.

servicePath

static get servicePath(): string;

The DNS address for this API service.

warn

warn: (code: string, message: string, warnType?: string) => void;

Methods

annotationPath(project, location, dataset, dataItem, annotation)

annotationPath(project: string, location: string, dataset: string, dataItem: string, annotation: string): string;

Return a fully-qualified annotation resource name string.

Parameters
Name	Description
`project`	`string`
`location`	`string`
`dataset`	`string`
`dataItem`	`string`
`annotation`	`string`

Returns
Type	Description
`string`	{string} Resource name string.

annotationSpecPath(project, location, dataset, annotationSpec)

annotationSpecPath(project: string, location: string, dataset: string, annotationSpec: string): string;

Return a fully-qualified annotationSpec resource name string.

Parameters
Name	Description
`project`	`string`
`location`	`string`
`dataset`	`string`
`annotationSpec`	`string`

Returns
Type	Description
`string`	{string} Resource name string.

artifactPath(project, location, metadataStore, artifact)

artifactPath(project: string, location: string, metadataStore: string, artifact: string): string;

Return a fully-qualified artifact resource name string.

Parameters
Name	Description
`project`	`string`
`location`	`string`
`metadataStore`	`string`
`artifact`	`string`

Returns
Type	Description
`string`	{string} Resource name string.

batchPredictionJobPath(project, location, batchPredictionJob)

batchPredictionJobPath(project: string, location: string, batchPredictionJob: string): string;

Return a fully-qualified batchPredictionJob resource name string.

Parameters
Name	Description
`project`	`string`
`location`	`string`
`batchPredictionJob`	`string`

Returns
Type	Description
`string`	{string} Resource name string.

close()

close(): Promise<void>;

Terminate the gRPC channel and close the client.

The client will no longer be usable and all future behavior is undefined.

Returns
Type	Description
`Promise<void>`	{Promise} A promise that resolves when the client is closed.

contextPath(project, location, metadataStore, context)

contextPath(project: string, location: string, metadataStore: string, context: string): string;

Return a fully-qualified context resource name string.

Parameters
Name	Description
`project`	`string`
`location`	`string`
`metadataStore`	`string`
`context`	`string`

Returns
Type	Description
`string`	{string} Resource name string.

customJobPath(project, location, customJob)

customJobPath(project: string, location: string, customJob: string): string;

Return a fully-qualified customJob resource name string.

Parameters
Name	Description
`project`	`string`
`location`	`string`
`customJob`	`string`

Returns
Type	Description
`string`	{string} Resource name string.

dataItemPath(project, location, dataset, dataItem)

dataItemPath(project: string, location: string, dataset: string, dataItem: string): string;

Return a fully-qualified dataItem resource name string.

Parameters
Name	Description
`project`	`string`
`location`	`string`
`dataset`	`string`
`dataItem`	`string`

Returns
Type	Description
`string`	{string} Resource name string.

dataLabelingJobPath(project, location, dataLabelingJob)

dataLabelingJobPath(project: string, location: string, dataLabelingJob: string): string;

Return a fully-qualified dataLabelingJob resource name string.

Parameters
Name	Description
`project`	`string`
`location`	`string`
`dataLabelingJob`	`string`

Returns
Type	Description
`string`	{string} Resource name string.

datasetPath(project, location, dataset)

datasetPath(project: string, location: string, dataset: string): string;

Return a fully-qualified dataset resource name string.

Parameters
Name	Description
`project`	`string`
`location`	`string`
`dataset`	`string`

Returns
Type	Description
`string`	{string} Resource name string.

datasetVersionPath(project, location, dataset, datasetVersion)

datasetVersionPath(project: string, location: string, dataset: string, datasetVersion: string): string;

Return a fully-qualified datasetVersion resource name string.

Parameters
Name	Description
`project`	`string`
`location`	`string`
`dataset`	`string`
`datasetVersion`	`string`

Returns
Type	Description
`string`	{string} Resource name string.

entityTypePath(project, location, featurestore, entityType)

entityTypePath(project: string, location: string, featurestore: string, entityType: string): string;

Return a fully-qualified entityType resource name string.

Parameters
Name	Description
`project`	`string`
`location`	`string`
`featurestore`	`string`
`entityType`	`string`

Returns
Type	Description
`string`	{string} Resource name string.

executionPath(project, location, metadataStore, execution)

executionPath(project: string, location: string, metadataStore: string, execution: string): string;

Return a fully-qualified execution resource name string.

Parameters
Name	Description
`project`	`string`
`location`	`string`
`metadataStore`	`string`
`execution`	`string`

Returns
Type	Description
`string`	{string} Resource name string.

explain(request, options)

explain(request?: protos.google.cloud.aiplatform.v1.IExplainRequest, options?: CallOptions): Promise<[
        protos.google.cloud.aiplatform.v1.IExplainResponse,
        protos.google.cloud.aiplatform.v1.IExplainRequest | undefined,
        {} | undefined
    ]>;

Perform an online explanation.

If is specified, the corresponding DeployModel must have populated. If is not specified, all DeployedModels must have populated.

Parameters
Name	Description
`request`	`IExplainRequest` The request object that will be sent.
`options`	`CallOptions` Call options. See CallOptions for more details.

Returns
Type	Description
`Promise<[ protos.google.cloud.aiplatform.v1.IExplainResponse, protos.google.cloud.aiplatform.v1.IExplainRequest \| undefined, {} \| undefined ]>`	{Promise} - The promise which resolves to an array. The first element of the array is an object representing ExplainResponse. Please see the documentation for more details and examples.

Example


  /**
   * This snippet has been automatically generated and should be regarded as a code template only.
   * It will require modifications to work.
   * It may require correct/in-range values for request initialization.
   * TODO(developer): Uncomment these variables before running the sample.
   */
  /**
   *  Required. The name of the Endpoint requested to serve the explanation.
   *  Format:
   *  `projects/{project}/locations/{location}/endpoints/{endpoint}`
   */
  // const endpoint = 'abc123'
  /**
   *  Required. The instances that are the input to the explanation call.
   *  A DeployedModel may have an upper limit on the number of instances it
   *  supports per request, and when it is exceeded the explanation call errors
   *  in case of AutoML Models, or, in case of customer created Models, the
   *  behaviour is as documented by that Model.
   *  The schema of any single instance may be specified via Endpoint's
   *  DeployedModels' Model's google.cloud.aiplatform.v1.DeployedModel.model 
   *  PredictSchemata's google.cloud.aiplatform.v1.Model.predict_schemata 
   *  instance_schema_uri google.cloud.aiplatform.v1.PredictSchemata.instance_schema_uri.
   */
  // const instances = [1,2,3,4]
  /**
   *  The parameters that govern the prediction. The schema of the parameters may
   *  be specified via Endpoint's DeployedModels' Model's
   *   google.cloud.aiplatform.v1.DeployedModel.model 
   *  PredictSchemata's google.cloud.aiplatform.v1.Model.predict_schemata 
   *  parameters_schema_uri google.cloud.aiplatform.v1.PredictSchemata.parameters_schema_uri.
   */
  // const parameters = {}
  /**
   *  If specified, overrides the
   *  explanation_spec google.cloud.aiplatform.v1.DeployedModel.explanation_spec 
   *  of the DeployedModel. Can be used for explaining prediction results with
   *  different configurations, such as:
   *   - Explaining top-5 predictions results as opposed to top-1;
   *   - Increasing path count or step count of the attribution methods to reduce
   *     approximate errors;
   *   - Using different baselines for explaining the prediction results.
   */
  // const explanationSpecOverride = {}
  /**
   *  If specified, this ExplainRequest will be served by the chosen
   *  DeployedModel, overriding
   *  Endpoint.traffic_split google.cloud.aiplatform.v1.Endpoint.traffic_split.
   */
  // const deployedModelId = 'abc123'

  // Imports the Aiplatform library
  const {PredictionServiceClient} = require('@google-cloud/aiplatform').v1;

  // Instantiates a client
  const aiplatformClient = new PredictionServiceClient();

  async function callExplain() {
    // Construct request
    const request = {
      endpoint,
      instances,
    };

    // Run request
    const response = await aiplatformClient.explain(request);
    console.log(response);
  }

  callExplain();

explain(request, options, callback)

explain(request: protos.google.cloud.aiplatform.v1.IExplainRequest, options: CallOptions, callback: Callback<protos.google.cloud.aiplatform.v1.IExplainResponse, protos.google.cloud.aiplatform.v1.IExplainRequest | null | undefined, {} | null | undefined>): void;

Parameters
Name	Description
`request`	`IExplainRequest`
`options`	`CallOptions`
`callback`	`Callback<protos.google.cloud.aiplatform.v1.IExplainResponse, protos.google.cloud.aiplatform.v1.IExplainRequest \| null \| undefined, {} \| null \| undefined>`

Returns
Type	Description
`void`

explain(request, callback)

explain(request: protos.google.cloud.aiplatform.v1.IExplainRequest, callback: Callback<protos.google.cloud.aiplatform.v1.IExplainResponse, protos.google.cloud.aiplatform.v1.IExplainRequest | null | undefined, {} | null | undefined>): void;

Parameters
Name	Description
`request`	`IExplainRequest`
`callback`	`Callback<protos.google.cloud.aiplatform.v1.IExplainResponse, protos.google.cloud.aiplatform.v1.IExplainRequest \| null \| undefined, {} \| null \| undefined>`

Returns
Type	Description
`void`

featurePath(project, location, featurestore, entityType, feature)

featurePath(project: string, location: string, featurestore: string, entityType: string, feature: string): string;

Return a fully-qualified feature resource name string.

Parameters
Name	Description
`project`	`string`
`location`	`string`
`featurestore`	`string`
`entityType`	`string`
`feature`	`string`

Returns
Type	Description
`string`	{string} Resource name string.

featurestorePath(project, location, featurestore)

featurestorePath(project: string, location: string, featurestore: string): string;

Return a fully-qualified featurestore resource name string.

Parameters
Name	Description
`project`	`string`
`location`	`string`
`featurestore`	`string`

Returns
Type	Description
`string`	{string} Resource name string.

getIamPolicy(request, options, callback)

getIamPolicy(request: IamProtos.google.iam.v1.GetIamPolicyRequest, options?: gax.CallOptions | Callback<IamProtos.google.iam.v1.Policy, IamProtos.google.iam.v1.GetIamPolicyRequest | null | undefined, {} | null | undefined>, callback?: Callback<IamProtos.google.iam.v1.Policy, IamProtos.google.iam.v1.GetIamPolicyRequest | null | undefined, {} | null | undefined>): Promise<[IamProtos.google.iam.v1.Policy]>;

Gets the access control policy for a resource. Returns an empty policy if the resource exists and does not have a policy set.

Parameters
Name	Description
`request`	`IamProtos.google.iam.v1.GetIamPolicyRequest` The request object that will be sent.
`options`	`CallOptions \| Callback<google.iam.v1.Policy, google.iam.v1.GetIamPolicyRequest \| null \| undefined, {} \| null \| undefined>` Optional parameters. You can override the default settings for this call, e.g, timeout, retries, paginations, etc. See gax.CallOptions for the details.
`callback`	`Callback<google.iam.v1.Policy, google.iam.v1.GetIamPolicyRequest \| null \| undefined, {} \| null \| undefined>` The function which will be called with the result of the API call. The second parameter to the callback is an object representing .

Returns
Type	Description
`Promise<[google.iam.v1.Policy]>`	{Promise} - The promise which resolves to an array. The first element of the array is an object representing . The promise has a method named "cancel" which cancels the ongoing API call.

getLocation(request, options, callback)

getLocation(request: LocationProtos.google.cloud.location.IGetLocationRequest, options?: gax.CallOptions | Callback<LocationProtos.google.cloud.location.ILocation, LocationProtos.google.cloud.location.IGetLocationRequest | null | undefined, {} | null | undefined>, callback?: Callback<LocationProtos.google.cloud.location.ILocation, LocationProtos.google.cloud.location.IGetLocationRequest | null | undefined, {} | null | undefined>): Promise<LocationProtos.google.cloud.location.ILocation>;

Gets information about a location.

Parameters
Name	Description
`request`	`LocationProtos.google.cloud.location.IGetLocationRequest` The request object that will be sent.
`options`	`CallOptions \| Callback<google.cloud.location.ILocation, google.cloud.location.IGetLocationRequest \| null \| undefined, {} \| null \| undefined>` Call options. See CallOptions for more details.
`callback`	`Callback<google.cloud.location.ILocation, google.cloud.location.IGetLocationRequest \| null \| undefined, {} \| null \| undefined>`

Returns
Type	Description
`Promise<google.cloud.location.ILocation>`	{Promise} - The promise which resolves to an array. The first element of the array is an object representing . Please see the documentation for more details and examples.

Example


const [response] = await client.getLocation(request);

getProjectId()

getProjectId(): Promise<string>;

Returns
Type	Description
`Promise<string>`

getProjectId(callback)

getProjectId(callback: Callback<string, undefined, undefined>): void;

Parameter
Name	Description
`callback`	`Callback<string, undefined, undefined>`

Returns
Type	Description
`void`

hyperparameterTuningJobPath(project, location, hyperparameterTuningJob)

hyperparameterTuningJobPath(project: string, location: string, hyperparameterTuningJob: string): string;

Return a fully-qualified hyperparameterTuningJob resource name string.

Parameters
Name	Description
`project`	`string`
`location`	`string`
`hyperparameterTuningJob`	`string`

Returns
Type	Description
`string`	{string} Resource name string.

indexEndpointPath(project, location, indexEndpoint)

indexEndpointPath(project: string, location: string, indexEndpoint: string): string;

Return a fully-qualified indexEndpoint resource name string.

Parameters
Name	Description
`project`	`string`
`location`	`string`
`indexEndpoint`	`string`

Returns
Type	Description
`string`	{string} Resource name string.

indexPath(project, location, index)

indexPath(project: string, location: string, index: string): string;

Return a fully-qualified index resource name string.

Parameters
Name	Description
`project`	`string`
`location`	`string`
`index`	`string`

Returns
Type	Description
`string`	{string} Resource name string.

initialize()

initialize(): Promise<{
        [name: string]: Function;
    }>;

Initialize the client. Performs asynchronous operations (such as authentication) and prepares the client. This function will be called automatically when any class method is called for the first time, but if you need to initialize it before calling an actual method, feel free to call initialize() directly.

You can await on this method if you want to make sure the client is initialized.

Returns
Type	Description
`Promise<{ [name: string]: Function; }>`	{Promise} A promise that resolves to an authenticated service stub.

listLocationsAsync(request, options)

listLocationsAsync(request: LocationProtos.google.cloud.location.IListLocationsRequest, options?: CallOptions): AsyncIterable<LocationProtos.google.cloud.location.ILocation>;

Lists information about the supported locations for this service. Returns an iterable object.

for-await-of syntax is used with the iterable to get response elements on-demand.

Parameters
Name	Description
`request`	`LocationProtos.google.cloud.location.IListLocationsRequest` The request object that will be sent.
`options`	`CallOptions` Call options. See CallOptions for more details.

Returns
Type	Description
`AsyncIterable<google.cloud.location.ILocation>`	{Object} An iterable Object that allows async iteration. When you iterate the returned iterable, each element will be an object representing . The API will be called under the hood as needed, once per the page, so you can stop the iteration when you don't need more results. Please see the documentation for more details and examples.

Example


const iterable = client.listLocationsAsync(request);
for await (const response of iterable) {
  // process response
}

matchAnnotationFromAnnotationName(annotationName)

matchAnnotationFromAnnotationName(annotationName: string): string | number;

Parse the annotation from Annotation resource.

Parameter
Name	Description
`annotationName`	`string` A fully-qualified path representing Annotation resource.

Returns
Type	Description
`string \| number`	{string} A string representing the annotation.

matchAnnotationSpecFromAnnotationSpecName(annotationSpecName)

matchAnnotationSpecFromAnnotationSpecName(annotationSpecName: string): string | number;

Parse the annotation_spec from AnnotationSpec resource.

Parameter
Name	Description
`annotationSpecName`	`string` A fully-qualified path representing AnnotationSpec resource.

Returns
Type	Description
`string \| number`	{string} A string representing the annotation_spec.

matchArtifactFromArtifactName(artifactName)

matchArtifactFromArtifactName(artifactName: string): string | number;

Parse the artifact from Artifact resource.

Parameter
Name	Description
`artifactName`	`string` A fully-qualified path representing Artifact resource.

Returns
Type	Description
`string \| number`	{string} A string representing the artifact.

matchBatchPredictionJobFromBatchPredictionJobName(batchPredictionJobName)

matchBatchPredictionJobFromBatchPredictionJobName(batchPredictionJobName: string): string | number;

Parse the batch_prediction_job from BatchPredictionJob resource.

Parameter
Name	Description
`batchPredictionJobName`	`string` A fully-qualified path representing BatchPredictionJob resource.

Returns
Type	Description
`string \| number`	{string} A string representing the batch_prediction_job.

matchContextFromContextName(contextName)

matchContextFromContextName(contextName: string): string | number;

Parse the context from Context resource.

Parameter
Name	Description
`contextName`	`string` A fully-qualified path representing Context resource.

Returns
Type	Description
`string \| number`	{string} A string representing the context.

matchCustomJobFromCustomJobName(customJobName)

matchCustomJobFromCustomJobName(customJobName: string): string | number;

Parse the custom_job from CustomJob resource.

Parameter
Name	Description
`customJobName`	`string` A fully-qualified path representing CustomJob resource.

Returns
Type	Description
`string \| number`	{string} A string representing the custom_job.

matchDataItemFromAnnotationName(annotationName)

matchDataItemFromAnnotationName(annotationName: string): string | number;

Parse the data_item from Annotation resource.

Parameter
Name	Description
`annotationName`	`string` A fully-qualified path representing Annotation resource.

Returns
Type	Description
`string \| number`	{string} A string representing the data_item.

matchDataItemFromDataItemName(dataItemName)

matchDataItemFromDataItemName(dataItemName: string): string | number;

Parse the data_item from DataItem resource.

Parameter
Name	Description
`dataItemName`	`string` A fully-qualified path representing DataItem resource.

Returns
Type	Description
`string \| number`	{string} A string representing the data_item.

matchDataLabelingJobFromDataLabelingJobName(dataLabelingJobName)

matchDataLabelingJobFromDataLabelingJobName(dataLabelingJobName: string): string | number;

Parse the data_labeling_job from DataLabelingJob resource.

Parameter
Name	Description
`dataLabelingJobName`	`string` A fully-qualified path representing DataLabelingJob resource.

Returns
Type	Description
`string \| number`	{string} A string representing the data_labeling_job.

matchDatasetFromAnnotationName(annotationName)

matchDatasetFromAnnotationName(annotationName: string): string | number;

Parse the dataset from Annotation resource.

Parameter
Name	Description
`annotationName`	`string` A fully-qualified path representing Annotation resource.

Returns
Type	Description
`string \| number`	{string} A string representing the dataset.

matchDatasetFromAnnotationSpecName(annotationSpecName)

matchDatasetFromAnnotationSpecName(annotationSpecName: string): string | number;

Parse the dataset from AnnotationSpec resource.

Parameter
Name	Description
`annotationSpecName`	`string` A fully-qualified path representing AnnotationSpec resource.

Returns
Type	Description
`string \| number`	{string} A string representing the dataset.

matchDatasetFromDataItemName(dataItemName)

matchDatasetFromDataItemName(dataItemName: string): string | number;

Parse the dataset from DataItem resource.

Parameter
Name	Description
`dataItemName`	`string` A fully-qualified path representing DataItem resource.

Returns
Type	Description
`string \| number`	{string} A string representing the dataset.

matchDatasetFromDatasetName(datasetName)

matchDatasetFromDatasetName(datasetName: string): string | number;

Parse the dataset from Dataset resource.

Parameter
Name	Description
`datasetName`	`string` A fully-qualified path representing Dataset resource.

Returns
Type	Description
`string \| number`	{string} A string representing the dataset.

matchDatasetFromDatasetVersionName(datasetVersionName)

matchDatasetFromDatasetVersionName(datasetVersionName: string): string | number;

Parse the dataset from DatasetVersion resource.

Parameter
Name	Description
`datasetVersionName`	`string` A fully-qualified path representing DatasetVersion resource.

Returns
Type	Description
`string \| number`	{string} A string representing the dataset.

matchDatasetFromSavedQueryName(savedQueryName)

matchDatasetFromSavedQueryName(savedQueryName: string): string | number;

Parse the dataset from SavedQuery resource.

Parameter
Name	Description
`savedQueryName`	`string` A fully-qualified path representing SavedQuery resource.

Returns
Type	Description
`string \| number`	{string} A string representing the dataset.

matchDatasetVersionFromDatasetVersionName(datasetVersionName)

matchDatasetVersionFromDatasetVersionName(datasetVersionName: string): string | number;

Parse the dataset_version from DatasetVersion resource.

Parameter
Name	Description
`datasetVersionName`	`string` A fully-qualified path representing DatasetVersion resource.

Returns
Type	Description
`string \| number`	{string} A string representing the dataset_version.

matchEndpointFromProjectLocationEndpointName(projectLocationEndpointName)

matchEndpointFromProjectLocationEndpointName(projectLocationEndpointName: string): string | number;

Parse the endpoint from ProjectLocationEndpoint resource.

Parameter
Name	Description
`projectLocationEndpointName`	`string` A fully-qualified path representing project_location_endpoint resource.

Returns
Type	Description
`string \| number`	{string} A string representing the endpoint.

matchEntityTypeFromEntityTypeName(entityTypeName)

matchEntityTypeFromEntityTypeName(entityTypeName: string): string | number;

Parse the entity_type from EntityType resource.

Parameter
Name	Description
`entityTypeName`	`string` A fully-qualified path representing EntityType resource.

Returns
Type	Description
`string \| number`	{string} A string representing the entity_type.

matchEntityTypeFromFeatureName(featureName)

matchEntityTypeFromFeatureName(featureName: string): string | number;

Parse the entity_type from Feature resource.

Parameter
Name	Description
`featureName`	`string` A fully-qualified path representing Feature resource.

Returns
Type	Description
`string \| number`	{string} A string representing the entity_type.

matchEvaluationFromModelEvaluationName(modelEvaluationName)

matchEvaluationFromModelEvaluationName(modelEvaluationName: string): string | number;

Parse the evaluation from ModelEvaluation resource.

Parameter
Name	Description
`modelEvaluationName`	`string` A fully-qualified path representing ModelEvaluation resource.

Returns
Type	Description
`string \| number`	{string} A string representing the evaluation.

matchEvaluationFromModelEvaluationSliceName(modelEvaluationSliceName)

matchEvaluationFromModelEvaluationSliceName(modelEvaluationSliceName: string): string | number;

Parse the evaluation from ModelEvaluationSlice resource.

Parameter
Name	Description
`modelEvaluationSliceName`	`string` A fully-qualified path representing ModelEvaluationSlice resource.

Returns
Type	Description
`string \| number`	{string} A string representing the evaluation.

matchExecutionFromExecutionName(executionName)

matchExecutionFromExecutionName(executionName: string): string | number;

Parse the execution from Execution resource.

Parameter
Name	Description
`executionName`	`string` A fully-qualified path representing Execution resource.

Returns
Type	Description
`string \| number`	{string} A string representing the execution.

matchExperimentFromTensorboardExperimentName(tensorboardExperimentName)

matchExperimentFromTensorboardExperimentName(tensorboardExperimentName: string): string | number;

Parse the experiment from TensorboardExperiment resource.

Parameter
Name	Description
`tensorboardExperimentName`	`string` A fully-qualified path representing TensorboardExperiment resource.

Returns
Type	Description
`string \| number`	{string} A string representing the experiment.

matchExperimentFromTensorboardRunName(tensorboardRunName)

matchExperimentFromTensorboardRunName(tensorboardRunName: string): string | number;

Parse the experiment from TensorboardRun resource.

Parameter
Name	Description
`tensorboardRunName`	`string` A fully-qualified path representing TensorboardRun resource.

Returns
Type	Description
`string \| number`	{string} A string representing the experiment.

matchExperimentFromTensorboardTimeSeriesName(tensorboardTimeSeriesName)

matchExperimentFromTensorboardTimeSeriesName(tensorboardTimeSeriesName: string): string | number;

Parse the experiment from TensorboardTimeSeries resource.

Parameter
Name	Description
`tensorboardTimeSeriesName`	`string` A fully-qualified path representing TensorboardTimeSeries resource.

Returns
Type	Description
`string \| number`	{string} A string representing the experiment.

matchFeatureFromFeatureName(featureName)

matchFeatureFromFeatureName(featureName: string): string | number;

Parse the feature from Feature resource.

Parameter
Name	Description
`featureName`	`string` A fully-qualified path representing Feature resource.

Returns
Type	Description
`string \| number`	{string} A string representing the feature.

matchFeaturestoreFromEntityTypeName(entityTypeName)

matchFeaturestoreFromEntityTypeName(entityTypeName: string): string | number;

Parse the featurestore from EntityType resource.

Parameter
Name	Description
`entityTypeName`	`string` A fully-qualified path representing EntityType resource.

Returns
Type	Description
`string \| number`	{string} A string representing the featurestore.

matchFeaturestoreFromFeatureName(featureName)

matchFeaturestoreFromFeatureName(featureName: string): string | number;

Parse the featurestore from Feature resource.

Parameter
Name	Description
`featureName`	`string` A fully-qualified path representing Feature resource.

Returns
Type	Description
`string \| number`	{string} A string representing the featurestore.

matchFeaturestoreFromFeaturestoreName(featurestoreName)

matchFeaturestoreFromFeaturestoreName(featurestoreName: string): string | number;

Parse the featurestore from Featurestore resource.

Parameter
Name	Description
`featurestoreName`	`string` A fully-qualified path representing Featurestore resource.

Returns
Type	Description
`string \| number`	{string} A string representing the featurestore.

matchHyperparameterTuningJobFromHyperparameterTuningJobName(hyperparameterTuningJobName)

matchHyperparameterTuningJobFromHyperparameterTuningJobName(hyperparameterTuningJobName: string): string | number;

Parse the hyperparameter_tuning_job from HyperparameterTuningJob resource.

Parameter
Name	Description
`hyperparameterTuningJobName`	`string` A fully-qualified path representing HyperparameterTuningJob resource.

Returns
Type	Description
`string \| number`	{string} A string representing the hyperparameter_tuning_job.

matchIndexEndpointFromIndexEndpointName(indexEndpointName)

matchIndexEndpointFromIndexEndpointName(indexEndpointName: string): string | number;

Parse the index_endpoint from IndexEndpoint resource.

Parameter
Name	Description
`indexEndpointName`	`string` A fully-qualified path representing IndexEndpoint resource.

Returns
Type	Description
`string \| number`	{string} A string representing the index_endpoint.

matchIndexFromIndexName(indexName)

matchIndexFromIndexName(indexName: string): string | number;

Parse the index from Index resource.

Parameter
Name	Description
`indexName`	`string` A fully-qualified path representing Index resource.

Returns
Type	Description
`string \| number`	{string} A string representing the index.

matchLocationFromAnnotationName(annotationName)

matchLocationFromAnnotationName(annotationName: string): string | number;

Parse the location from Annotation resource.

Parameter
Name	Description
`annotationName`	`string` A fully-qualified path representing Annotation resource.

Returns
Type	Description
`string \| number`	{string} A string representing the location.

matchLocationFromAnnotationSpecName(annotationSpecName)

matchLocationFromAnnotationSpecName(annotationSpecName: string): string | number;

Parse the location from AnnotationSpec resource.

Parameter
Name	Description
`annotationSpecName`	`string` A fully-qualified path representing AnnotationSpec resource.

Returns
Type	Description
`string \| number`	{string} A string representing the location.

matchLocationFromArtifactName(artifactName)

matchLocationFromArtifactName(artifactName: string): string | number;

Parse the location from Artifact resource.

Parameter
Name	Description
`artifactName`	`string` A fully-qualified path representing Artifact resource.

Returns
Type	Description
`string \| number`	{string} A string representing the location.

matchLocationFromBatchPredictionJobName(batchPredictionJobName)

matchLocationFromBatchPredictionJobName(batchPredictionJobName: string): string | number;

Parse the location from BatchPredictionJob resource.

Parameter
Name	Description
`batchPredictionJobName`	`string` A fully-qualified path representing BatchPredictionJob resource.

Returns
Type	Description
`string \| number`	{string} A string representing the location.

matchLocationFromContextName(contextName)

matchLocationFromContextName(contextName: string): string | number;

Parse the location from Context resource.

Parameter
Name	Description
`contextName`	`string` A fully-qualified path representing Context resource.

Returns
Type	Description
`string \| number`	{string} A string representing the location.

matchLocationFromCustomJobName(customJobName)

matchLocationFromCustomJobName(customJobName: string): string | number;

Parse the location from CustomJob resource.

Parameter
Name	Description
`customJobName`	`string` A fully-qualified path representing CustomJob resource.

Returns
Type	Description
`string \| number`	{string} A string representing the location.

matchLocationFromDataItemName(dataItemName)

matchLocationFromDataItemName(dataItemName: string): string | number;

Parse the location from DataItem resource.

Parameter
Name	Description
`dataItemName`	`string` A fully-qualified path representing DataItem resource.

Returns
Type	Description
`string \| number`	{string} A string representing the location.

matchLocationFromDataLabelingJobName(dataLabelingJobName)

matchLocationFromDataLabelingJobName(dataLabelingJobName: string): string | number;

Parse the location from DataLabelingJob resource.

Parameter
Name	Description
`dataLabelingJobName`	`string` A fully-qualified path representing DataLabelingJob resource.

Returns
Type	Description
`string \| number`	{string} A string representing the location.

matchLocationFromDatasetName(datasetName)

matchLocationFromDatasetName(datasetName: string): string | number;

Parse the location from Dataset resource.

Parameter
Name	Description
`datasetName`	`string` A fully-qualified path representing Dataset resource.

Returns
Type	Description
`string \| number`	{string} A string representing the location.

matchLocationFromDatasetVersionName(datasetVersionName)

matchLocationFromDatasetVersionName(datasetVersionName: string): string | number;

Parse the location from DatasetVersion resource.

Parameter
Name	Description
`datasetVersionName`	`string` A fully-qualified path representing DatasetVersion resource.

Returns
Type	Description
`string \| number`	{string} A string representing the location.

matchLocationFromEntityTypeName(entityTypeName)

matchLocationFromEntityTypeName(entityTypeName: string): string | number;

Parse the location from EntityType resource.

Parameter
Name	Description
`entityTypeName`	`string` A fully-qualified path representing EntityType resource.

Returns
Type	Description
`string \| number`	{string} A string representing the location.

matchLocationFromExecutionName(executionName)

matchLocationFromExecutionName(executionName: string): string | number;

Parse the location from Execution resource.

Parameter
Name	Description
`executionName`	`string` A fully-qualified path representing Execution resource.

Returns
Type	Description
`string \| number`	{string} A string representing the location.

matchLocationFromFeatureName(featureName)

matchLocationFromFeatureName(featureName: string): string | number;

Parse the location from Feature resource.

Parameter
Name	Description
`featureName`	`string` A fully-qualified path representing Feature resource.

Returns
Type	Description
`string \| number`	{string} A string representing the location.

matchLocationFromFeaturestoreName(featurestoreName)

matchLocationFromFeaturestoreName(featurestoreName: string): string | number;

Parse the location from Featurestore resource.

Parameter
Name	Description
`featurestoreName`	`string` A fully-qualified path representing Featurestore resource.

Returns
Type	Description
`string \| number`	{string} A string representing the location.

matchLocationFromHyperparameterTuningJobName(hyperparameterTuningJobName)

matchLocationFromHyperparameterTuningJobName(hyperparameterTuningJobName: string): string | number;

Parse the location from HyperparameterTuningJob resource.

Parameter
Name	Description
`hyperparameterTuningJobName`	`string` A fully-qualified path representing HyperparameterTuningJob resource.

Returns
Type	Description
`string \| number`	{string} A string representing the location.

matchLocationFromIndexEndpointName(indexEndpointName)

matchLocationFromIndexEndpointName(indexEndpointName: string): string | number;

Parse the location from IndexEndpoint resource.

Parameter
Name	Description
`indexEndpointName`	`string` A fully-qualified path representing IndexEndpoint resource.

Returns
Type	Description
`string \| number`	{string} A string representing the location.

matchLocationFromIndexName(indexName)

matchLocationFromIndexName(indexName: string): string | number;

Parse the location from Index resource.

Parameter
Name	Description
`indexName`	`string` A fully-qualified path representing Index resource.

Returns
Type	Description
`string \| number`	{string} A string representing the location.

matchLocationFromMetadataSchemaName(metadataSchemaName)

matchLocationFromMetadataSchemaName(metadataSchemaName: string): string | number;

Parse the location from MetadataSchema resource.

Parameter
Name	Description
`metadataSchemaName`	`string` A fully-qualified path representing MetadataSchema resource.

Returns
Type	Description
`string \| number`	{string} A string representing the location.

matchLocationFromMetadataStoreName(metadataStoreName)

matchLocationFromMetadataStoreName(metadataStoreName: string): string | number;

Parse the location from MetadataStore resource.

Parameter
Name	Description
`metadataStoreName`	`string` A fully-qualified path representing MetadataStore resource.

Returns
Type	Description
`string \| number`	{string} A string representing the location.

matchLocationFromModelDeploymentMonitoringJobName(modelDeploymentMonitoringJobName)

matchLocationFromModelDeploymentMonitoringJobName(modelDeploymentMonitoringJobName: string): string | number;

Parse the location from ModelDeploymentMonitoringJob resource.

Parameter
Name	Description
`modelDeploymentMonitoringJobName`	`string` A fully-qualified path representing ModelDeploymentMonitoringJob resource.

Returns
Type	Description
`string \| number`	{string} A string representing the location.

matchLocationFromModelEvaluationName(modelEvaluationName)

matchLocationFromModelEvaluationName(modelEvaluationName: string): string | number;

Parse the location from ModelEvaluation resource.

Parameter
Name	Description
`modelEvaluationName`	`string` A fully-qualified path representing ModelEvaluation resource.

Returns
Type	Description
`string \| number`	{string} A string representing the location.

matchLocationFromModelEvaluationSliceName(modelEvaluationSliceName)

matchLocationFromModelEvaluationSliceName(modelEvaluationSliceName: string): string | number;

Parse the location from ModelEvaluationSlice resource.

Parameter
Name	Description
`modelEvaluationSliceName`	`string` A fully-qualified path representing ModelEvaluationSlice resource.

Returns
Type	Description
`string \| number`	{string} A string representing the location.

matchLocationFromModelName(modelName)

matchLocationFromModelName(modelName: string): string | number;

Parse the location from Model resource.

Parameter
Name	Description
`modelName`	`string` A fully-qualified path representing Model resource.

Returns
Type	Description
`string \| number`	{string} A string representing the location.

matchLocationFromNasJobName(nasJobName)

matchLocationFromNasJobName(nasJobName: string): string | number;

Parse the location from NasJob resource.

Parameter
Name	Description
`nasJobName`	`string` A fully-qualified path representing NasJob resource.

Returns
Type	Description
`string \| number`	{string} A string representing the location.

matchLocationFromNasTrialDetailName(nasTrialDetailName)

matchLocationFromNasTrialDetailName(nasTrialDetailName: string): string | number;

Parse the location from NasTrialDetail resource.

Parameter
Name	Description
`nasTrialDetailName`	`string` A fully-qualified path representing NasTrialDetail resource.

Returns
Type	Description
`string \| number`	{string} A string representing the location.

matchLocationFromPipelineJobName(pipelineJobName)

matchLocationFromPipelineJobName(pipelineJobName: string): string | number;

Parse the location from PipelineJob resource.

Parameter
Name	Description
`pipelineJobName`	`string` A fully-qualified path representing PipelineJob resource.

Returns
Type	Description
`string \| number`	{string} A string representing the location.

matchLocationFromProjectLocationEndpointName(projectLocationEndpointName)

matchLocationFromProjectLocationEndpointName(projectLocationEndpointName: string): string | number;

Parse the location from ProjectLocationEndpoint resource.

Parameter
Name	Description
`projectLocationEndpointName`	`string` A fully-qualified path representing project_location_endpoint resource.

Returns
Type	Description
`string \| number`	{string} A string representing the location.

matchLocationFromProjectLocationPublisherModelName(projectLocationPublisherModelName)

matchLocationFromProjectLocationPublisherModelName(projectLocationPublisherModelName: string): string | number;

Parse the location from ProjectLocationPublisherModel resource.

Parameter
Name	Description
`projectLocationPublisherModelName`	`string` A fully-qualified path representing project_location_publisher_model resource.

Returns
Type	Description
`string \| number`	{string} A string representing the location.

matchLocationFromSavedQueryName(savedQueryName)

matchLocationFromSavedQueryName(savedQueryName: string): string | number;

Parse the location from SavedQuery resource.

Parameter
Name	Description
`savedQueryName`	`string` A fully-qualified path representing SavedQuery resource.

Returns
Type	Description
`string \| number`	{string} A string representing the location.

matchLocationFromScheduleName(scheduleName)

matchLocationFromScheduleName(scheduleName: string): string | number;

Parse the location from Schedule resource.

Parameter
Name	Description
`scheduleName`	`string` A fully-qualified path representing Schedule resource.

Returns
Type	Description
`string \| number`	{string} A string representing the location.

matchLocationFromSpecialistPoolName(specialistPoolName)

matchLocationFromSpecialistPoolName(specialistPoolName: string): string | number;

Parse the location from SpecialistPool resource.

Parameter
Name	Description
`specialistPoolName`	`string` A fully-qualified path representing SpecialistPool resource.

Returns
Type	Description
`string \| number`	{string} A string representing the location.

matchLocationFromStudyName(studyName)

matchLocationFromStudyName(studyName: string): string | number;

Parse the location from Study resource.

Parameter
Name	Description
`studyName`	`string` A fully-qualified path representing Study resource.

Returns
Type	Description
`string \| number`	{string} A string representing the location.

matchLocationFromTensorboardExperimentName(tensorboardExperimentName)

matchLocationFromTensorboardExperimentName(tensorboardExperimentName: string): string | number;

Parse the location from TensorboardExperiment resource.

Parameter
Name	Description
`tensorboardExperimentName`	`string` A fully-qualified path representing TensorboardExperiment resource.

Returns
Type	Description
`string \| number`	{string} A string representing the location.

matchLocationFromTensorboardName(tensorboardName)

matchLocationFromTensorboardName(tensorboardName: string): string | number;

Parse the location from Tensorboard resource.

Parameter
Name	Description
`tensorboardName`	`string` A fully-qualified path representing Tensorboard resource.

Returns
Type	Description
`string \| number`	{string} A string representing the location.

matchLocationFromTensorboardRunName(tensorboardRunName)

matchLocationFromTensorboardRunName(tensorboardRunName: string): string | number;

Parse the location from TensorboardRun resource.

Parameter
Name	Description
`tensorboardRunName`	`string` A fully-qualified path representing TensorboardRun resource.

Returns
Type	Description
`string \| number`	{string} A string representing the location.

matchLocationFromTensorboardTimeSeriesName(tensorboardTimeSeriesName)

matchLocationFromTensorboardTimeSeriesName(tensorboardTimeSeriesName: string): string | number;

Parse the location from TensorboardTimeSeries resource.

Parameter
Name	Description
`tensorboardTimeSeriesName`	`string` A fully-qualified path representing TensorboardTimeSeries resource.

Returns
Type	Description
`string \| number`	{string} A string representing the location.

matchLocationFromTrainingPipelineName(trainingPipelineName)

matchLocationFromTrainingPipelineName(trainingPipelineName: string): string | number;

Parse the location from TrainingPipeline resource.

Parameter
Name	Description
`trainingPipelineName`	`string` A fully-qualified path representing TrainingPipeline resource.

Returns
Type	Description
`string \| number`	{string} A string representing the location.

matchLocationFromTrialName(trialName)

matchLocationFromTrialName(trialName: string): string | number;

Parse the location from Trial resource.

Parameter
Name	Description
`trialName`	`string` A fully-qualified path representing Trial resource.

Returns
Type	Description
`string \| number`	{string} A string representing the location.

matchMetadataSchemaFromMetadataSchemaName(metadataSchemaName)

matchMetadataSchemaFromMetadataSchemaName(metadataSchemaName: string): string | number;

Parse the metadata_schema from MetadataSchema resource.

Parameter
Name	Description
`metadataSchemaName`	`string` A fully-qualified path representing MetadataSchema resource.

Returns
Type	Description
`string \| number`	{string} A string representing the metadata_schema.

matchMetadataStoreFromArtifactName(artifactName)

matchMetadataStoreFromArtifactName(artifactName: string): string | number;

Parse the metadata_store from Artifact resource.

Parameter
Name	Description
`artifactName`	`string` A fully-qualified path representing Artifact resource.

Returns
Type	Description
`string \| number`	{string} A string representing the metadata_store.

matchMetadataStoreFromContextName(contextName)

matchMetadataStoreFromContextName(contextName: string): string | number;

Parse the metadata_store from Context resource.

Parameter
Name	Description
`contextName`	`string` A fully-qualified path representing Context resource.

Returns
Type	Description
`string \| number`	{string} A string representing the metadata_store.

matchMetadataStoreFromExecutionName(executionName)

matchMetadataStoreFromExecutionName(executionName: string): string | number;

Parse the metadata_store from Execution resource.

Parameter
Name	Description
`executionName`	`string` A fully-qualified path representing Execution resource.

Returns
Type	Description
`string \| number`	{string} A string representing the metadata_store.

matchMetadataStoreFromMetadataSchemaName(metadataSchemaName)

matchMetadataStoreFromMetadataSchemaName(metadataSchemaName: string): string | number;

Parse the metadata_store from MetadataSchema resource.

Parameter
Name	Description
`metadataSchemaName`	`string` A fully-qualified path representing MetadataSchema resource.

Returns
Type	Description
`string \| number`	{string} A string representing the metadata_store.

matchMetadataStoreFromMetadataStoreName(metadataStoreName)

matchMetadataStoreFromMetadataStoreName(metadataStoreName: string): string | number;

Parse the metadata_store from MetadataStore resource.

Parameter
Name	Description
`metadataStoreName`	`string` A fully-qualified path representing MetadataStore resource.

Returns
Type	Description
`string \| number`	{string} A string representing the metadata_store.

matchModelDeploymentMonitoringJobFromModelDeploymentMonitoringJobName(modelDeploymentMonitoringJobName)

matchModelDeploymentMonitoringJobFromModelDeploymentMonitoringJobName(modelDeploymentMonitoringJobName: string): string | number;

Parse the model_deployment_monitoring_job from ModelDeploymentMonitoringJob resource.

Parameter
Name	Description
`modelDeploymentMonitoringJobName`	`string` A fully-qualified path representing ModelDeploymentMonitoringJob resource.

Returns
Type	Description
`string \| number`	{string} A string representing the model_deployment_monitoring_job.

matchModelFromModelEvaluationName(modelEvaluationName)

matchModelFromModelEvaluationName(modelEvaluationName: string): string | number;

Parse the model from ModelEvaluation resource.

Parameter
Name	Description
`modelEvaluationName`	`string` A fully-qualified path representing ModelEvaluation resource.

Returns
Type	Description
`string \| number`	{string} A string representing the model.

matchModelFromModelEvaluationSliceName(modelEvaluationSliceName)

matchModelFromModelEvaluationSliceName(modelEvaluationSliceName: string): string | number;

Parse the model from ModelEvaluationSlice resource.

Parameter
Name	Description
`modelEvaluationSliceName`	`string` A fully-qualified path representing ModelEvaluationSlice resource.

Returns
Type	Description
`string \| number`	{string} A string representing the model.

matchModelFromModelName(modelName)

matchModelFromModelName(modelName: string): string | number;

Parse the model from Model resource.

Parameter
Name	Description
`modelName`	`string` A fully-qualified path representing Model resource.

Returns
Type	Description
`string \| number`	{string} A string representing the model.

matchModelFromProjectLocationPublisherModelName(projectLocationPublisherModelName)

matchModelFromProjectLocationPublisherModelName(projectLocationPublisherModelName: string): string | number;

Parse the model from ProjectLocationPublisherModel resource.

Parameter
Name	Description
`projectLocationPublisherModelName`	`string` A fully-qualified path representing project_location_publisher_model resource.

Returns
Type	Description
`string \| number`	{string} A string representing the model.

matchModelFromPublisherModelName(publisherModelName)

matchModelFromPublisherModelName(publisherModelName: string): string | number;

Parse the model from PublisherModel resource.

Parameter
Name	Description
`publisherModelName`	`string` A fully-qualified path representing PublisherModel resource.

Returns
Type	Description
`string \| number`	{string} A string representing the model.

matchNasJobFromNasJobName(nasJobName)

matchNasJobFromNasJobName(nasJobName: string): string | number;

Parse the nas_job from NasJob resource.

Parameter
Name	Description
`nasJobName`	`string` A fully-qualified path representing NasJob resource.

Returns
Type	Description
`string \| number`	{string} A string representing the nas_job.

matchNasJobFromNasTrialDetailName(nasTrialDetailName)

matchNasJobFromNasTrialDetailName(nasTrialDetailName: string): string | number;

Parse the nas_job from NasTrialDetail resource.

Parameter
Name	Description
`nasTrialDetailName`	`string` A fully-qualified path representing NasTrialDetail resource.

Returns
Type	Description
`string \| number`	{string} A string representing the nas_job.

matchNasTrialDetailFromNasTrialDetailName(nasTrialDetailName)

matchNasTrialDetailFromNasTrialDetailName(nasTrialDetailName: string): string | number;

Parse the nas_trial_detail from NasTrialDetail resource.

Parameter
Name	Description
`nasTrialDetailName`	`string` A fully-qualified path representing NasTrialDetail resource.

Returns
Type	Description
`string \| number`	{string} A string representing the nas_trial_detail.

matchPipelineJobFromPipelineJobName(pipelineJobName)

matchPipelineJobFromPipelineJobName(pipelineJobName: string): string | number;

Parse the pipeline_job from PipelineJob resource.

Parameter
Name	Description
`pipelineJobName`	`string` A fully-qualified path representing PipelineJob resource.

Returns
Type	Description
`string \| number`	{string} A string representing the pipeline_job.

matchProjectFromAnnotationName(annotationName)

matchProjectFromAnnotationName(annotationName: string): string | number;

Parse the project from Annotation resource.

Parameter
Name	Description
`annotationName`	`string` A fully-qualified path representing Annotation resource.

Returns
Type	Description
`string \| number`	{string} A string representing the project.

matchProjectFromAnnotationSpecName(annotationSpecName)

matchProjectFromAnnotationSpecName(annotationSpecName: string): string | number;

Parse the project from AnnotationSpec resource.

Parameter
Name	Description
`annotationSpecName`	`string` A fully-qualified path representing AnnotationSpec resource.

Returns
Type	Description
`string \| number`	{string} A string representing the project.

matchProjectFromArtifactName(artifactName)

matchProjectFromArtifactName(artifactName: string): string | number;

Parse the project from Artifact resource.

Parameter
Name	Description
`artifactName`	`string` A fully-qualified path representing Artifact resource.

Returns
Type	Description
`string \| number`	{string} A string representing the project.

matchProjectFromBatchPredictionJobName(batchPredictionJobName)

matchProjectFromBatchPredictionJobName(batchPredictionJobName: string): string | number;

Parse the project from BatchPredictionJob resource.

Parameter
Name	Description
`batchPredictionJobName`	`string` A fully-qualified path representing BatchPredictionJob resource.

Returns
Type	Description
`string \| number`	{string} A string representing the project.

matchProjectFromContextName(contextName)

matchProjectFromContextName(contextName: string): string | number;

Parse the project from Context resource.

Parameter
Name	Description
`contextName`	`string` A fully-qualified path representing Context resource.

Returns
Type	Description
`string \| number`	{string} A string representing the project.

matchProjectFromCustomJobName(customJobName)

matchProjectFromCustomJobName(customJobName: string): string | number;

Parse the project from CustomJob resource.

Parameter
Name	Description
`customJobName`	`string` A fully-qualified path representing CustomJob resource.

Returns
Type	Description
`string \| number`	{string} A string representing the project.

matchProjectFromDataItemName(dataItemName)

matchProjectFromDataItemName(dataItemName: string): string | number;

Parse the project from DataItem resource.

Parameter
Name	Description
`dataItemName`	`string` A fully-qualified path representing DataItem resource.

Returns
Type	Description
`string \| number`	{string} A string representing the project.

matchProjectFromDataLabelingJobName(dataLabelingJobName)

matchProjectFromDataLabelingJobName(dataLabelingJobName: string): string | number;

Parse the project from DataLabelingJob resource.

Parameter
Name	Description
`dataLabelingJobName`	`string` A fully-qualified path representing DataLabelingJob resource.

Returns
Type	Description
`string \| number`	{string} A string representing the project.

matchProjectFromDatasetName(datasetName)

matchProjectFromDatasetName(datasetName: string): string | number;

Parse the project from Dataset resource.

Parameter
Name	Description
`datasetName`	`string` A fully-qualified path representing Dataset resource.

Returns
Type	Description
`string \| number`	{string} A string representing the project.

matchProjectFromDatasetVersionName(datasetVersionName)

matchProjectFromDatasetVersionName(datasetVersionName: string): string | number;

Parse the project from DatasetVersion resource.

Parameter
Name	Description
`datasetVersionName`	`string` A fully-qualified path representing DatasetVersion resource.

Returns
Type	Description
`string \| number`	{string} A string representing the project.

matchProjectFromEntityTypeName(entityTypeName)

matchProjectFromEntityTypeName(entityTypeName: string): string | number;

Parse the project from EntityType resource.

Parameter
Name	Description
`entityTypeName`	`string` A fully-qualified path representing EntityType resource.

Returns
Type	Description
`string \| number`	{string} A string representing the project.

matchProjectFromExecutionName(executionName)

matchProjectFromExecutionName(executionName: string): string | number;

Parse the project from Execution resource.

Parameter
Name	Description
`executionName`	`string` A fully-qualified path representing Execution resource.

Returns
Type	Description
`string \| number`	{string} A string representing the project.

matchProjectFromFeatureName(featureName)

matchProjectFromFeatureName(featureName: string): string | number;

Parse the project from Feature resource.

Parameter
Name	Description
`featureName`	`string` A fully-qualified path representing Feature resource.

Returns
Type	Description
`string \| number`	{string} A string representing the project.

matchProjectFromFeaturestoreName(featurestoreName)

matchProjectFromFeaturestoreName(featurestoreName: string): string | number;

Parse the project from Featurestore resource.

Parameter
Name	Description
`featurestoreName`	`string` A fully-qualified path representing Featurestore resource.

Returns
Type	Description
`string \| number`	{string} A string representing the project.

matchProjectFromHyperparameterTuningJobName(hyperparameterTuningJobName)

matchProjectFromHyperparameterTuningJobName(hyperparameterTuningJobName: string): string | number;

Parse the project from HyperparameterTuningJob resource.

Parameter
Name	Description
`hyperparameterTuningJobName`	`string` A fully-qualified path representing HyperparameterTuningJob resource.

Returns
Type	Description
`string \| number`	{string} A string representing the project.

matchProjectFromIndexEndpointName(indexEndpointName)

matchProjectFromIndexEndpointName(indexEndpointName: string): string | number;

Parse the project from IndexEndpoint resource.

Parameter
Name	Description
`indexEndpointName`	`string` A fully-qualified path representing IndexEndpoint resource.

Returns
Type	Description
`string \| number`	{string} A string representing the project.

matchProjectFromIndexName(indexName)

matchProjectFromIndexName(indexName: string): string | number;

Parse the project from Index resource.

Parameter
Name	Description
`indexName`	`string` A fully-qualified path representing Index resource.

Returns
Type	Description
`string \| number`	{string} A string representing the project.

matchProjectFromMetadataSchemaName(metadataSchemaName)

matchProjectFromMetadataSchemaName(metadataSchemaName: string): string | number;

Parse the project from MetadataSchema resource.

Parameter
Name	Description
`metadataSchemaName`	`string` A fully-qualified path representing MetadataSchema resource.

Returns
Type	Description
`string \| number`	{string} A string representing the project.

matchProjectFromMetadataStoreName(metadataStoreName)

matchProjectFromMetadataStoreName(metadataStoreName: string): string | number;

Parse the project from MetadataStore resource.

Parameter
Name	Description
`metadataStoreName`	`string` A fully-qualified path representing MetadataStore resource.

Returns
Type	Description
`string \| number`	{string} A string representing the project.

matchProjectFromModelDeploymentMonitoringJobName(modelDeploymentMonitoringJobName)

matchProjectFromModelDeploymentMonitoringJobName(modelDeploymentMonitoringJobName: string): string | number;

Parse the project from ModelDeploymentMonitoringJob resource.

Parameter
Name	Description
`modelDeploymentMonitoringJobName`	`string` A fully-qualified path representing ModelDeploymentMonitoringJob resource.

Returns
Type	Description
`string \| number`	{string} A string representing the project.

matchProjectFromModelEvaluationName(modelEvaluationName)

matchProjectFromModelEvaluationName(modelEvaluationName: string): string | number;

Parse the project from ModelEvaluation resource.

Parameter
Name	Description
`modelEvaluationName`	`string` A fully-qualified path representing ModelEvaluation resource.

Returns
Type	Description
`string \| number`	{string} A string representing the project.

matchProjectFromModelEvaluationSliceName(modelEvaluationSliceName)

matchProjectFromModelEvaluationSliceName(modelEvaluationSliceName: string): string | number;

Parse the project from ModelEvaluationSlice resource.

Parameter
Name	Description
`modelEvaluationSliceName`	`string` A fully-qualified path representing ModelEvaluationSlice resource.

Returns
Type	Description
`string \| number`	{string} A string representing the project.

matchProjectFromModelName(modelName)

matchProjectFromModelName(modelName: string): string | number;

Parse the project from Model resource.

Parameter
Name	Description
`modelName`	`string` A fully-qualified path representing Model resource.

Returns
Type	Description
`string \| number`	{string} A string representing the project.

matchProjectFromNasJobName(nasJobName)

matchProjectFromNasJobName(nasJobName: string): string | number;

Parse the project from NasJob resource.

Parameter
Name	Description
`nasJobName`	`string` A fully-qualified path representing NasJob resource.

Returns
Type	Description
`string \| number`	{string} A string representing the project.

matchProjectFromNasTrialDetailName(nasTrialDetailName)

matchProjectFromNasTrialDetailName(nasTrialDetailName: string): string | number;

Parse the project from NasTrialDetail resource.

Parameter
Name	Description
`nasTrialDetailName`	`string` A fully-qualified path representing NasTrialDetail resource.

Returns
Type	Description
`string \| number`	{string} A string representing the project.

matchProjectFromPipelineJobName(pipelineJobName)

matchProjectFromPipelineJobName(pipelineJobName: string): string | number;

Parse the project from PipelineJob resource.

Parameter
Name	Description
`pipelineJobName`	`string` A fully-qualified path representing PipelineJob resource.

Returns
Type	Description
`string \| number`	{string} A string representing the project.

matchProjectFromProjectLocationEndpointName(projectLocationEndpointName)

matchProjectFromProjectLocationEndpointName(projectLocationEndpointName: string): string | number;

Parse the project from ProjectLocationEndpoint resource.

Parameter
Name	Description
`projectLocationEndpointName`	`string` A fully-qualified path representing project_location_endpoint resource.

Returns
Type	Description
`string \| number`	{string} A string representing the project.

matchProjectFromProjectLocationPublisherModelName(projectLocationPublisherModelName)

matchProjectFromProjectLocationPublisherModelName(projectLocationPublisherModelName: string): string | number;

Parse the project from ProjectLocationPublisherModel resource.

Parameter
Name	Description
`projectLocationPublisherModelName`	`string` A fully-qualified path representing project_location_publisher_model resource.

Returns
Type	Description
`string \| number`	{string} A string representing the project.

matchProjectFromSavedQueryName(savedQueryName)

matchProjectFromSavedQueryName(savedQueryName: string): string | number;

Parse the project from SavedQuery resource.

Parameter
Name	Description
`savedQueryName`	`string` A fully-qualified path representing SavedQuery resource.

Returns
Type	Description
`string \| number`	{string} A string representing the project.

matchProjectFromScheduleName(scheduleName)

matchProjectFromScheduleName(scheduleName: string): string | number;

Parse the project from Schedule resource.

Parameter
Name	Description
`scheduleName`	`string` A fully-qualified path representing Schedule resource.

Returns
Type	Description
`string \| number`	{string} A string representing the project.

matchProjectFromSpecialistPoolName(specialistPoolName)

matchProjectFromSpecialistPoolName(specialistPoolName: string): string | number;

Parse the project from SpecialistPool resource.

Parameter
Name	Description
`specialistPoolName`	`string` A fully-qualified path representing SpecialistPool resource.

Returns
Type	Description
`string \| number`	{string} A string representing the project.

matchProjectFromStudyName(studyName)

matchProjectFromStudyName(studyName: string): string | number;

Parse the project from Study resource.

Parameter
Name	Description
`studyName`	`string` A fully-qualified path representing Study resource.

Returns
Type	Description
`string \| number`	{string} A string representing the project.

matchProjectFromTensorboardExperimentName(tensorboardExperimentName)

matchProjectFromTensorboardExperimentName(tensorboardExperimentName: string): string | number;

Parse the project from TensorboardExperiment resource.

Parameter
Name	Description
`tensorboardExperimentName`	`string` A fully-qualified path representing TensorboardExperiment resource.

Returns
Type	Description
`string \| number`	{string} A string representing the project.

matchProjectFromTensorboardName(tensorboardName)

matchProjectFromTensorboardName(tensorboardName: string): string | number;

Parse the project from Tensorboard resource.

Parameter
Name	Description
`tensorboardName`	`string` A fully-qualified path representing Tensorboard resource.

Returns
Type	Description
`string \| number`	{string} A string representing the project.

matchProjectFromTensorboardRunName(tensorboardRunName)

matchProjectFromTensorboardRunName(tensorboardRunName: string): string | number;

Parse the project from TensorboardRun resource.

Parameter
Name	Description
`tensorboardRunName`	`string` A fully-qualified path representing TensorboardRun resource.

Returns
Type	Description
`string \| number`	{string} A string representing the project.

matchProjectFromTensorboardTimeSeriesName(tensorboardTimeSeriesName)

matchProjectFromTensorboardTimeSeriesName(tensorboardTimeSeriesName: string): string | number;

Parse the project from TensorboardTimeSeries resource.

Parameter
Name	Description
`tensorboardTimeSeriesName`	`string` A fully-qualified path representing TensorboardTimeSeries resource.

Returns
Type	Description
`string \| number`	{string} A string representing the project.

matchProjectFromTrainingPipelineName(trainingPipelineName)

matchProjectFromTrainingPipelineName(trainingPipelineName: string): string | number;

Parse the project from TrainingPipeline resource.

Parameter
Name	Description
`trainingPipelineName`	`string` A fully-qualified path representing TrainingPipeline resource.

Returns
Type	Description
`string \| number`	{string} A string representing the project.

matchProjectFromTrialName(trialName)

matchProjectFromTrialName(trialName: string): string | number;

Parse the project from Trial resource.

Parameter
Name	Description
`trialName`	`string` A fully-qualified path representing Trial resource.

Returns
Type	Description
`string \| number`	{string} A string representing the project.

matchPublisherFromProjectLocationPublisherModelName(projectLocationPublisherModelName)

matchPublisherFromProjectLocationPublisherModelName(projectLocationPublisherModelName: string): string | number;

Parse the publisher from ProjectLocationPublisherModel resource.

Parameter
Name	Description
`projectLocationPublisherModelName`	`string` A fully-qualified path representing project_location_publisher_model resource.

Returns
Type	Description
`string \| number`	{string} A string representing the publisher.

matchPublisherFromPublisherModelName(publisherModelName)

matchPublisherFromPublisherModelName(publisherModelName: string): string | number;

Parse the publisher from PublisherModel resource.

Parameter
Name	Description
`publisherModelName`	`string` A fully-qualified path representing PublisherModel resource.

Returns
Type	Description
`string \| number`	{string} A string representing the publisher.

matchRunFromTensorboardRunName(tensorboardRunName)

matchRunFromTensorboardRunName(tensorboardRunName: string): string | number;

Parse the run from TensorboardRun resource.

Parameter
Name	Description
`tensorboardRunName`	`string` A fully-qualified path representing TensorboardRun resource.

Returns
Type	Description
`string \| number`	{string} A string representing the run.

matchRunFromTensorboardTimeSeriesName(tensorboardTimeSeriesName)

matchRunFromTensorboardTimeSeriesName(tensorboardTimeSeriesName: string): string | number;

Parse the run from TensorboardTimeSeries resource.

Parameter
Name	Description
`tensorboardTimeSeriesName`	`string` A fully-qualified path representing TensorboardTimeSeries resource.

Returns
Type	Description
`string \| number`	{string} A string representing the run.

matchSavedQueryFromSavedQueryName(savedQueryName)

matchSavedQueryFromSavedQueryName(savedQueryName: string): string | number;

Parse the saved_query from SavedQuery resource.

Parameter
Name	Description
`savedQueryName`	`string` A fully-qualified path representing SavedQuery resource.

Returns
Type	Description
`string \| number`	{string} A string representing the saved_query.

matchScheduleFromScheduleName(scheduleName)

matchScheduleFromScheduleName(scheduleName: string): string | number;

Parse the schedule from Schedule resource.

Parameter
Name	Description
`scheduleName`	`string` A fully-qualified path representing Schedule resource.

Returns
Type	Description
`string \| number`	{string} A string representing the schedule.

matchSliceFromModelEvaluationSliceName(modelEvaluationSliceName)

matchSliceFromModelEvaluationSliceName(modelEvaluationSliceName: string): string | number;

Parse the slice from ModelEvaluationSlice resource.

Parameter
Name	Description
`modelEvaluationSliceName`	`string` A fully-qualified path representing ModelEvaluationSlice resource.

Returns
Type	Description
`string \| number`	{string} A string representing the slice.

matchSpecialistPoolFromSpecialistPoolName(specialistPoolName)

matchSpecialistPoolFromSpecialistPoolName(specialistPoolName: string): string | number;

Parse the specialist_pool from SpecialistPool resource.

Parameter
Name	Description
`specialistPoolName`	`string` A fully-qualified path representing SpecialistPool resource.

Returns
Type	Description
`string \| number`	{string} A string representing the specialist_pool.

matchStudyFromStudyName(studyName)

matchStudyFromStudyName(studyName: string): string | number;

Parse the study from Study resource.

Parameter
Name	Description
`studyName`	`string` A fully-qualified path representing Study resource.

Returns
Type	Description
`string \| number`	{string} A string representing the study.

matchStudyFromTrialName(trialName)

matchStudyFromTrialName(trialName: string): string | number;

Parse the study from Trial resource.

Parameter
Name	Description
`trialName`	`string` A fully-qualified path representing Trial resource.

Returns
Type	Description
`string \| number`	{string} A string representing the study.

matchTensorboardFromTensorboardExperimentName(tensorboardExperimentName)

matchTensorboardFromTensorboardExperimentName(tensorboardExperimentName: string): string | number;

Parse the tensorboard from TensorboardExperiment resource.

Parameter
Name	Description
`tensorboardExperimentName`	`string` A fully-qualified path representing TensorboardExperiment resource.

Returns
Type	Description
`string \| number`	{string} A string representing the tensorboard.

matchTensorboardFromTensorboardName(tensorboardName)

matchTensorboardFromTensorboardName(tensorboardName: string): string | number;

Parse the tensorboard from Tensorboard resource.

Parameter
Name	Description
`tensorboardName`	`string` A fully-qualified path representing Tensorboard resource.

Returns
Type	Description
`string \| number`	{string} A string representing the tensorboard.

matchTensorboardFromTensorboardRunName(tensorboardRunName)

matchTensorboardFromTensorboardRunName(tensorboardRunName: string): string | number;

Parse the tensorboard from TensorboardRun resource.

Parameter
Name	Description
`tensorboardRunName`	`string` A fully-qualified path representing TensorboardRun resource.

Returns
Type	Description
`string \| number`	{string} A string representing the tensorboard.

matchTensorboardFromTensorboardTimeSeriesName(tensorboardTimeSeriesName)

matchTensorboardFromTensorboardTimeSeriesName(tensorboardTimeSeriesName: string): string | number;

Parse the tensorboard from TensorboardTimeSeries resource.

Parameter
Name	Description
`tensorboardTimeSeriesName`	`string` A fully-qualified path representing TensorboardTimeSeries resource.

Returns
Type	Description
`string \| number`	{string} A string representing the tensorboard.

matchTimeSeriesFromTensorboardTimeSeriesName(tensorboardTimeSeriesName)

matchTimeSeriesFromTensorboardTimeSeriesName(tensorboardTimeSeriesName: string): string | number;

Parse the time_series from TensorboardTimeSeries resource.

Parameter
Name	Description
`tensorboardTimeSeriesName`	`string` A fully-qualified path representing TensorboardTimeSeries resource.

Returns
Type	Description
`string \| number`	{string} A string representing the time_series.

matchTrainingPipelineFromTrainingPipelineName(trainingPipelineName)

matchTrainingPipelineFromTrainingPipelineName(trainingPipelineName: string): string | number;

Parse the training_pipeline from TrainingPipeline resource.

Parameter
Name	Description
`trainingPipelineName`	`string` A fully-qualified path representing TrainingPipeline resource.

Returns
Type	Description
`string \| number`	{string} A string representing the training_pipeline.

matchTrialFromTrialName(trialName)

matchTrialFromTrialName(trialName: string): string | number;

Parse the trial from Trial resource.

Parameter
Name	Description
`trialName`	`string` A fully-qualified path representing Trial resource.

Returns
Type	Description
`string \| number`	{string} A string representing the trial.

metadataSchemaPath(project, location, metadataStore, metadataSchema)

metadataSchemaPath(project: string, location: string, metadataStore: string, metadataSchema: string): string;

Return a fully-qualified metadataSchema resource name string.

Parameters
Name	Description
`project`	`string`
`location`	`string`
`metadataStore`	`string`
`metadataSchema`	`string`

Returns
Type	Description
`string`	{string} Resource name string.

metadataStorePath(project, location, metadataStore)

metadataStorePath(project: string, location: string, metadataStore: string): string;

Return a fully-qualified metadataStore resource name string.

Parameters
Name	Description
`project`	`string`
`location`	`string`
`metadataStore`	`string`

Returns
Type	Description
`string`	{string} Resource name string.

modelDeploymentMonitoringJobPath(project, location, modelDeploymentMonitoringJob)

modelDeploymentMonitoringJobPath(project: string, location: string, modelDeploymentMonitoringJob: string): string;

Return a fully-qualified modelDeploymentMonitoringJob resource name string.

Parameters
Name	Description
`project`	`string`
`location`	`string`
`modelDeploymentMonitoringJob`	`string`

Returns
Type	Description
`string`	{string} Resource name string.

modelEvaluationPath(project, location, model, evaluation)

modelEvaluationPath(project: string, location: string, model: string, evaluation: string): string;

Return a fully-qualified modelEvaluation resource name string.

Parameters
Name	Description
`project`	`string`
`location`	`string`
`model`	`string`
`evaluation`	`string`

Returns
Type	Description
`string`	{string} Resource name string.

modelEvaluationSlicePath(project, location, model, evaluation, slice)

modelEvaluationSlicePath(project: string, location: string, model: string, evaluation: string, slice: string): string;

Return a fully-qualified modelEvaluationSlice resource name string.

Parameters
Name	Description
`project`	`string`
`location`	`string`
`model`	`string`
`evaluation`	`string`
`slice`	`string`

Returns
Type	Description
`string`	{string} Resource name string.

modelPath(project, location, model)

modelPath(project: string, location: string, model: string): string;

Return a fully-qualified model resource name string.

Parameters
Name	Description
`project`	`string`
`location`	`string`
`model`	`string`

Returns
Type	Description
`string`	{string} Resource name string.

nasJobPath(project, location, nasJob)

nasJobPath(project: string, location: string, nasJob: string): string;

Return a fully-qualified nasJob resource name string.

Parameters
Name	Description
`project`	`string`
`location`	`string`
`nasJob`	`string`

Returns
Type	Description
`string`	{string} Resource name string.

nasTrialDetailPath(project, location, nasJob, nasTrialDetail)

nasTrialDetailPath(project: string, location: string, nasJob: string, nasTrialDetail: string): string;

Return a fully-qualified nasTrialDetail resource name string.

Parameters
Name	Description
`project`	`string`
`location`	`string`
`nasJob`	`string`
`nasTrialDetail`	`string`

Returns
Type	Description
`string`	{string} Resource name string.

pipelineJobPath(project, location, pipelineJob)

pipelineJobPath(project: string, location: string, pipelineJob: string): string;

Return a fully-qualified pipelineJob resource name string.

Parameters
Name	Description
`project`	`string`
`location`	`string`
`pipelineJob`	`string`

Returns
Type	Description
`string`	{string} Resource name string.

predict(request, options)

predict(request?: protos.google.cloud.aiplatform.v1.IPredictRequest, options?: CallOptions): Promise<[
        protos.google.cloud.aiplatform.v1.IPredictResponse,
        protos.google.cloud.aiplatform.v1.IPredictRequest | undefined,
        {} | undefined
    ]>;

Perform an online prediction.

Parameters
Name	Description
`request`	`IPredictRequest` The request object that will be sent.
`options`	`CallOptions` Call options. See CallOptions for more details.

Returns
Type	Description
`Promise<[ protos.google.cloud.aiplatform.v1.IPredictResponse, protos.google.cloud.aiplatform.v1.IPredictRequest \| undefined, {} \| undefined ]>`	{Promise} - The promise which resolves to an array. The first element of the array is an object representing PredictResponse. Please see the documentation for more details and examples.

Example


  /**
   * This snippet has been automatically generated and should be regarded as a code template only.
   * It will require modifications to work.
   * It may require correct/in-range values for request initialization.
   * TODO(developer): Uncomment these variables before running the sample.
   */
  /**
   *  Required. The name of the Endpoint requested to serve the prediction.
   *  Format:
   *  `projects/{project}/locations/{location}/endpoints/{endpoint}`
   */
  // const endpoint = 'abc123'
  /**
   *  Required. The instances that are the input to the prediction call.
   *  A DeployedModel may have an upper limit on the number of instances it
   *  supports per request, and when it is exceeded the prediction call errors
   *  in case of AutoML Models, or, in case of customer created Models, the
   *  behaviour is as documented by that Model.
   *  The schema of any single instance may be specified via Endpoint's
   *  DeployedModels' Model's google.cloud.aiplatform.v1.DeployedModel.model 
   *  PredictSchemata's google.cloud.aiplatform.v1.Model.predict_schemata 
   *  instance_schema_uri google.cloud.aiplatform.v1.PredictSchemata.instance_schema_uri.
   */
  // const instances = [1,2,3,4]
  /**
   *  The parameters that govern the prediction. The schema of the parameters may
   *  be specified via Endpoint's DeployedModels' Model's
   *   google.cloud.aiplatform.v1.DeployedModel.model 
   *  PredictSchemata's google.cloud.aiplatform.v1.Model.predict_schemata 
   *  parameters_schema_uri google.cloud.aiplatform.v1.PredictSchemata.parameters_schema_uri.
   */
  // const parameters = {}

  // Imports the Aiplatform library
  const {PredictionServiceClient} = require('@google-cloud/aiplatform').v1;

  // Instantiates a client
  const aiplatformClient = new PredictionServiceClient();

  async function callPredict() {
    // Construct request
    const request = {
      endpoint,
      instances,
    };

    // Run request
    const response = await aiplatformClient.predict(request);
    console.log(response);
  }

  callPredict();

predict(request, options, callback)

predict(request: protos.google.cloud.aiplatform.v1.IPredictRequest, options: CallOptions, callback: Callback<protos.google.cloud.aiplatform.v1.IPredictResponse, protos.google.cloud.aiplatform.v1.IPredictRequest | null | undefined, {} | null | undefined>): void;

Parameters
Name	Description
`request`	`IPredictRequest`
`options`	`CallOptions`
`callback`	`Callback<protos.google.cloud.aiplatform.v1.IPredictResponse, protos.google.cloud.aiplatform.v1.IPredictRequest \| null \| undefined, {} \| null \| undefined>`

Returns
Type	Description
`void`

predict(request, callback)

predict(request: protos.google.cloud.aiplatform.v1.IPredictRequest, callback: Callback<protos.google.cloud.aiplatform.v1.IPredictResponse, protos.google.cloud.aiplatform.v1.IPredictRequest | null | undefined, {} | null | undefined>): void;

Parameters
Name	Description
`request`	`IPredictRequest`
`callback`	`Callback<protos.google.cloud.aiplatform.v1.IPredictResponse, protos.google.cloud.aiplatform.v1.IPredictRequest \| null \| undefined, {} \| null \| undefined>`

Returns
Type	Description
`void`

projectLocationEndpointPath(project, location, endpoint)

projectLocationEndpointPath(project: string, location: string, endpoint: string): string;

Return a fully-qualified projectLocationEndpoint resource name string.

Parameters
Name	Description
`project`	`string`
`location`	`string`
`endpoint`	`string`

Returns
Type	Description
`string`	{string} Resource name string.

projectLocationPublisherModelPath(project, location, publisher, model)

projectLocationPublisherModelPath(project: string, location: string, publisher: string, model: string): string;

Return a fully-qualified projectLocationPublisherModel resource name string.

Parameters
Name	Description
`project`	`string`
`location`	`string`
`publisher`	`string`
`model`	`string`

Returns
Type	Description
`string`	{string} Resource name string.

publisherModelPath(publisher, model)

publisherModelPath(publisher: string, model: string): string;

Return a fully-qualified publisherModel resource name string.

Parameters
Name	Description
`publisher`	`string`
`model`	`string`

Returns
Type	Description
`string`	{string} Resource name string.

rawPredict(request, options)

rawPredict(request?: protos.google.cloud.aiplatform.v1.IRawPredictRequest, options?: CallOptions): Promise<[
        protos.google.api.IHttpBody,
        protos.google.cloud.aiplatform.v1.IRawPredictRequest | undefined,
        {} | undefined
    ]>;

Perform an online prediction with an arbitrary HTTP payload.

The response includes the following HTTP headers:

* X-Vertex-AI-Endpoint-Id: ID of the Endpoint that served this prediction.

* X-Vertex-AI-Deployed-Model-Id: ID of the Endpoint's DeployedModel that served this prediction.

Parameters
Name	Description
`request`	`IRawPredictRequest` The request object that will be sent.
`options`	`CallOptions` Call options. See CallOptions for more details.

Returns
Type	Description
`Promise<[ protos.google.api.IHttpBody, protos.google.cloud.aiplatform.v1.IRawPredictRequest \| undefined, {} \| undefined ]>`	{Promise} - The promise which resolves to an array. The first element of the array is an object representing HttpBody. Please see the documentation for more details and examples.

Example


  /**
   * This snippet has been automatically generated and should be regarded as a code template only.
   * It will require modifications to work.
   * It may require correct/in-range values for request initialization.
   * TODO(developer): Uncomment these variables before running the sample.
   */
  /**
   *  Required. The name of the Endpoint requested to serve the prediction.
   *  Format:
   *  `projects/{project}/locations/{location}/endpoints/{endpoint}`
   */
  // const endpoint = 'abc123'
  /**
   *  The prediction input. Supports HTTP headers and arbitrary data payload.
   *  A DeployedModel google.cloud.aiplatform.v1.DeployedModel  may have an
   *  upper limit on the number of instances it supports per request. When this
   *  limit it is exceeded for an AutoML model, the
   *  RawPredict google.cloud.aiplatform.v1.PredictionService.RawPredict 
   *  method returns an error. When this limit is exceeded for a custom-trained
   *  model, the behavior varies depending on the model.
   *  You can specify the schema for each instance in the
   *  predict_schemata.instance_schema_uri google.cloud.aiplatform.v1.PredictSchemata.instance_schema_uri 
   *  field when you create a Model google.cloud.aiplatform.v1.Model. This
   *  schema applies when you deploy the `Model` as a `DeployedModel` to an
   *  Endpoint google.cloud.aiplatform.v1.Endpoint  and use the `RawPredict`
   *  method.
   */
  // const httpBody = {}

  // Imports the Aiplatform library
  const {PredictionServiceClient} = require('@google-cloud/aiplatform').v1;

  // Instantiates a client
  const aiplatformClient = new PredictionServiceClient();

  async function callRawPredict() {
    // Construct request
    const request = {
      endpoint,
    };

    // Run request
    const response = await aiplatformClient.rawPredict(request);
    console.log(response);
  }

  callRawPredict();

rawPredict(request, options, callback)

rawPredict(request: protos.google.cloud.aiplatform.v1.IRawPredictRequest, options: CallOptions, callback: Callback<protos.google.api.IHttpBody, protos.google.cloud.aiplatform.v1.IRawPredictRequest | null | undefined, {} | null | undefined>): void;

Parameters
Name	Description
`request`	`IRawPredictRequest`
`options`	`CallOptions`
`callback`	`Callback<protos.google.api.IHttpBody, protos.google.cloud.aiplatform.v1.IRawPredictRequest \| null \| undefined, {} \| null \| undefined>`

Returns
Type	Description
`void`

rawPredict(request, callback)

rawPredict(request: protos.google.cloud.aiplatform.v1.IRawPredictRequest, callback: Callback<protos.google.api.IHttpBody, protos.google.cloud.aiplatform.v1.IRawPredictRequest | null | undefined, {} | null | undefined>): void;

Parameters
Name	Description
`request`	`IRawPredictRequest`
`callback`	`Callback<protos.google.api.IHttpBody, protos.google.cloud.aiplatform.v1.IRawPredictRequest \| null \| undefined, {} \| null \| undefined>`

Returns
Type	Description
`void`

savedQueryPath(project, location, dataset, savedQuery)

savedQueryPath(project: string, location: string, dataset: string, savedQuery: string): string;

Return a fully-qualified savedQuery resource name string.

Parameters
Name	Description
`project`	`string`
`location`	`string`
`dataset`	`string`
`savedQuery`	`string`

Returns
Type	Description
`string`	{string} Resource name string.

schedulePath(project, location, schedule)

schedulePath(project: string, location: string, schedule: string): string;

Return a fully-qualified schedule resource name string.

Parameters
Name	Description
`project`	`string`
`location`	`string`
`schedule`	`string`

Returns
Type	Description
`string`	{string} Resource name string.

serverStreamingPredict(request, options)

serverStreamingPredict(request?: protos.google.cloud.aiplatform.v1.IStreamingPredictRequest, options?: CallOptions): gax.CancellableStream;

Perform a server-side streaming online prediction request for Vertex LLM streaming.

Parameters
Name	Description
`request`	`IStreamingPredictRequest` The request object that will be sent.
`options`	`CallOptions` Call options. See CallOptions for more details.

Returns
Type	Description
`gax.CancellableStream`	{Stream} An object stream which emits StreamingPredictResponse on 'data' event. Please see the documentation for more details and examples.

Example


  /**
   * This snippet has been automatically generated and should be regarded as a code template only.
   * It will require modifications to work.
   * It may require correct/in-range values for request initialization.
   * TODO(developer): Uncomment these variables before running the sample.
   */
  /**
   *  Required. The name of the Endpoint requested to serve the prediction.
   *  Format:
   *  `projects/{project}/locations/{location}/endpoints/{endpoint}`
   */
  // const endpoint = 'abc123'
  /**
   *  The prediction input.
   */
  // const inputs = [1,2,3,4]
  /**
   *  The parameters that govern the prediction.
   */
  // const parameters = {}

  // Imports the Aiplatform library
  const {PredictionServiceClient} = require('@google-cloud/aiplatform').v1;

  // Instantiates a client
  const aiplatformClient = new PredictionServiceClient();

  async function callServerStreamingPredict() {
    // Construct request
    const request = {
      endpoint,
    };

    // Run request
    const stream = await aiplatformClient.serverStreamingPredict(request);
    stream.on('data', (response) => { console.log(response) });
    stream.on('error', (err) => { throw(err) });
    stream.on('end', () => { /* API call completed */ });
  }

  callServerStreamingPredict();

setIamPolicy(request, options, callback)

setIamPolicy(request: IamProtos.google.iam.v1.SetIamPolicyRequest, options?: gax.CallOptions | Callback<IamProtos.google.iam.v1.Policy, IamProtos.google.iam.v1.SetIamPolicyRequest | null | undefined, {} | null | undefined>, callback?: Callback<IamProtos.google.iam.v1.Policy, IamProtos.google.iam.v1.SetIamPolicyRequest | null | undefined, {} | null | undefined>): Promise<[IamProtos.google.iam.v1.Policy]>;

Returns permissions that a caller has on the specified resource. If the resource does not exist, this will return an empty set of permissions, not a NOT_FOUND error.

Note: This operation is designed to be used for building permission-aware UIs and command-line tools, not for authorization checking. This operation may "fail open" without warning.

Parameters
Name	Description
`request`	`IamProtos.google.iam.v1.SetIamPolicyRequest` The request object that will be sent.
`options`	`CallOptions \| Callback<google.iam.v1.Policy, google.iam.v1.SetIamPolicyRequest \| null \| undefined, {} \| null \| undefined>` Optional parameters. You can override the default settings for this call, e.g, timeout, retries, paginations, etc. See gax.CallOptions for the details.
`callback`	`Callback<google.iam.v1.Policy, google.iam.v1.SetIamPolicyRequest \| null \| undefined, {} \| null \| undefined>` The function which will be called with the result of the API call. The second parameter to the callback is an object representing .

Returns
Type	Description
`Promise<[google.iam.v1.Policy]>`	{Promise} - The promise which resolves to an array. The first element of the array is an object representing . The promise has a method named "cancel" which cancels the ongoing API call.

specialistPoolPath(project, location, specialistPool)

specialistPoolPath(project: string, location: string, specialistPool: string): string;

Return a fully-qualified specialistPool resource name string.

Parameters
Name	Description
`project`	`string`
`location`	`string`
`specialistPool`	`string`

Returns
Type	Description
`string`	{string} Resource name string.

studyPath(project, location, study)

studyPath(project: string, location: string, study: string): string;

Return a fully-qualified study resource name string.

Parameters
Name	Description
`project`	`string`
`location`	`string`
`study`	`string`

Returns
Type	Description
`string`	{string} Resource name string.

tensorboardExperimentPath(project, location, tensorboard, experiment)

tensorboardExperimentPath(project: string, location: string, tensorboard: string, experiment: string): string;

Return a fully-qualified tensorboardExperiment resource name string.

Parameters
Name	Description
`project`	`string`
`location`	`string`
`tensorboard`	`string`
`experiment`	`string`

Returns
Type	Description
`string`	{string} Resource name string.

tensorboardPath(project, location, tensorboard)

tensorboardPath(project: string, location: string, tensorboard: string): string;

Return a fully-qualified tensorboard resource name string.

Parameters
Name	Description
`project`	`string`
`location`	`string`
`tensorboard`	`string`

Returns
Type	Description
`string`	{string} Resource name string.

tensorboardRunPath(project, location, tensorboard, experiment, run)

tensorboardRunPath(project: string, location: string, tensorboard: string, experiment: string, run: string): string;

Return a fully-qualified tensorboardRun resource name string.

Parameters
Name	Description
`project`	`string`
`location`	`string`
`tensorboard`	`string`
`experiment`	`string`
`run`	`string`

Returns
Type	Description
`string`	{string} Resource name string.

tensorboardTimeSeriesPath(project, location, tensorboard, experiment, run, timeSeries)

tensorboardTimeSeriesPath(project: string, location: string, tensorboard: string, experiment: string, run: string, timeSeries: string): string;

Return a fully-qualified tensorboardTimeSeries resource name string.

Parameters
Name	Description
`project`	`string`
`location`	`string`
`tensorboard`	`string`
`experiment`	`string`
`run`	`string`
`timeSeries`	`string`

Returns
Type	Description
`string`	{string} Resource name string.

testIamPermissions(request, options, callback)

testIamPermissions(request: IamProtos.google.iam.v1.TestIamPermissionsRequest, options?: gax.CallOptions | Callback<IamProtos.google.iam.v1.TestIamPermissionsResponse, IamProtos.google.iam.v1.TestIamPermissionsRequest | null | undefined, {} | null | undefined>, callback?: Callback<IamProtos.google.iam.v1.TestIamPermissionsResponse, IamProtos.google.iam.v1.TestIamPermissionsRequest | null | undefined, {} | null | undefined>): Promise<[IamProtos.google.iam.v1.TestIamPermissionsResponse]>;

Returns permissions that a caller has on the specified resource. If the resource does not exist, this will return an empty set of permissions, not a NOT_FOUND error.

Note: This operation is designed to be used for building permission-aware UIs and command-line tools, not for authorization checking. This operation may "fail open" without warning.

Parameters
Name	Description
`request`	`IamProtos.google.iam.v1.TestIamPermissionsRequest` The request object that will be sent.
`options`	`CallOptions \| Callback<google.iam.v1.TestIamPermissionsResponse, google.iam.v1.TestIamPermissionsRequest \| null \| undefined, {} \| null \| undefined>` Optional parameters. You can override the default settings for this call, e.g, timeout, retries, paginations, etc. See gax.CallOptions for the details.
`callback`	`Callback<google.iam.v1.TestIamPermissionsResponse, google.iam.v1.TestIamPermissionsRequest \| null \| undefined, {} \| null \| undefined>` The function which will be called with the result of the API call. The second parameter to the callback is an object representing .

Returns
Type	Description
`Promise<[google.iam.v1.TestIamPermissionsResponse]>`	{Promise} - The promise which resolves to an array. The first element of the array is an object representing . The promise has a method named "cancel" which cancels the ongoing API call.

trainingPipelinePath(project, location, trainingPipeline)

trainingPipelinePath(project: string, location: string, trainingPipeline: string): string;

Return a fully-qualified trainingPipeline resource name string.

Parameters
Name	Description
`project`	`string`
`location`	`string`
`trainingPipeline`	`string`

Returns
Type	Description
`string`	{string} Resource name string.

trialPath(project, location, study, trial)

trialPath(project: string, location: string, study: string, trial: string): string;

Return a fully-qualified trial resource name string.

Parameters
Name	Description
`project`	`string`
`location`	`string`
`study`	`string`
`trial`	`string`

Returns
Type	Description
`string`	{string} Resource name string.